我用Python开发了一个随机森林分类器。另外,我使用了GridSearch方法。现在,我如何可视化这些树?
# RandomForest
RFC = RandomForestClassifier()
param_grid = {
"max_depth": [4,5,7,8,10],
"max_features": [1, 3, 10],
"min_samples_leaf": [1, 3, 10],
"bootstrap": [False],
"n_estimators" :[80,100,120,150],
"criterion": ["gini"]
}
gs_RFC = GridSearchCV(RFC,param_grid = param_grid, cv=kfold, scoring="f1", n_jobs= 4, verbose = 1)
gs_RFC.fit(X_train_smo,y_train_smo)